Factorizing lattices by interval relations

被引:3
作者
Koyda, Maren [1 ]
Stumme, Gerd [1 ]
机构
[1] Univ Kassel, Res Ctr Informat Syst Design, Knowledge & Data Engn Grp, Wilhelmshoher Allee 73, D-34121 Kassel, Germany
关键词
Formal concept analysis; Lattices; Intervals; Factorization; Order; Crowns; CONGRUENCE RELATIONS; KNOWLEDGE;
D O I
10.1016/j.ijar.2023.03.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work investigates the factorization of finite lattices to implode selected intervals while preserving the remaining order structure. We examine how complete congruence relations and complete tolerance relations can be utilized for this purpose and answer the question of finding the finest of those relations to implode a given interval in the generated factor lattice. To overcome the limitations of the factorization based on those relations, we introduce a new lattice factorization that enables the imploding of selected disjoint intervals of a finite lattice. To this end, we propose an interval relation that generates this factorization. To obtain lattices rather than arbitrary ordered sets, we restrict this approach to so-called pure intervals. For our study, we will make use of methods from Formal Concept Analysis (FCA). We will also provide a new FCA construction by introducing the enrichment of an incidence relation by a set of intervals in a formal context, to investigate the approach for lattice-generating interval relations on the context side.(c) 2023 Published by Elsevier Inc.
引用
收藏
页码:70 / 87
页数:18
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